{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/data02/users/lz/miniconda3/envs/UICoder/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n"
     ]
    }
   ],
   "source": [
    "import os\n",
    "os.environ['https_proxy'] = '127.0.0.1:17890'\n",
    "os.environ['http_proxy'] = '127.0.0.1:17890'\n",
    "import torch\n",
    "from PIL import Image, ImageDraw\n",
    "from transformers import CLIPProcessor, CLIPModel\n",
    "from torch.nn.functional import cosine_similarity\n",
    "from utils import Html2BboxTree\n",
    "\n",
    "device = 'cuda:6'\n",
    "\n",
    "path = '/data02/users/lz/code/UICoder/outputs/stage1'\n",
    "model_path = '/data02/models/clip-vit-large-patch14'\n",
    "\n",
    "border_color = '#000'\n",
    "border_width = 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "model = CLIPModel.from_pretrained(model_path).to(device)\n",
    "processor = CLIPProcessor.from_pretrained(model_path)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "def string_to_color(word):\n",
    "    # 使用字符串哈希函数计算字符串的哈希值\n",
    "    hash_val = hash(word)\n",
    "    \n",
    "    # 将哈希值映射到RGB颜色空间的范围内\n",
    "    r = (hash_val & 0xFF0000) >> 16\n",
    "    g = (hash_val & 0x00FF00) >> 8\n",
    "    b = hash_val & 0x0000FF\n",
    "    \n",
    "    # 格式化为十六进制颜色代码\n",
    "    color_code = \"#{:02X}{:02X}{:02X}\".format(r, g, b)\n",
    "    \n",
    "    return color_code\n",
    "\n",
    "def make_layout_image(tree, draw=None):\n",
    "    bbox = tree['bbox']\n",
    "    color = string_to_color(tree['type'])\n",
    "\n",
    "    if not draw:\n",
    "        image = Image.new('RGB',(bbox[2],bbox[3]),color)\n",
    "        draw = ImageDraw.Draw(image)\n",
    "    else:\n",
    "        image = None\n",
    "        if bbox[2] > border_width*2 and bbox[3] > border_width*2:\n",
    "            draw.rectangle([(bbox[0],bbox[1]), (bbox[0]+bbox[2],bbox[1]+bbox[3])], fill=border_color)\n",
    "            draw.rectangle([(bbox[0]+border_width,bbox[1]+border_width), (bbox[0]+bbox[2]-border_width*2,bbox[1]+bbox[3]-border_width*2)], fill=color)\n",
    "\n",
    "    for ctree in tree['children']:\n",
    "        make_layout_image(ctree, draw)\n",
    "\n",
    "    return image\n",
    "\n",
    "def image2feature(image):\n",
    "    inputs = processor(text=None, images=image, return_tensors=\"pt\", padding=True)\n",
    "    inputs = {key: val.to(model.device) for key, val in inputs.items()}\n",
    "    with torch.no_grad():\n",
    "        image_features = model.get_image_features(**inputs)\n",
    "\n",
    "    return image_features[0].detach().cpu()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "index = 30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "for pair_name in sorted(os.listdir(path), key=lambda x: int(x))[index:]:\n",
    "    pair_path = os.path.join(path,pair_name)\n",
    "    with open(os.path.join(pair_path,'answer.html')) as f:\n",
    "        answer_html = f.read()\n",
    "    with open(os.path.join(pair_path,'prediction.html')) as f:\n",
    "        prediction_html = f.read()\n",
    "    break\n",
    "\n",
    "index += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "tree_ans = Html2BboxTree(answer_html)\n",
    "image_ans = make_layout_image(tree_ans)\n",
    "\n",
    "tree_pred = Html2BboxTree(prediction_html)\n",
    "image_pred = make_layout_image(tree_pred)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "width1, height1 = image_ans.size\n",
    "width2, height2 = image_pred.size\n",
    "\n",
    "new_width = width1 + width2 + 10\n",
    "max_height = max(height1, height2)\n",
    "new_image = Image.new(\"RGB\", (new_width, max_height))\n",
    "\n",
    "new_image.paste(image_ans, (0, 0))\n",
    "new_image.paste(image_pred, (width1+10, 0))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "0.9999998211860657"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ia_feature = image2feature(image_ans)\n",
    "ip_feature = image2feature(image_pred)\n",
    "\n",
    "cosine_similarity(ia_feature,ip_feature,dim=-1).item()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
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Pr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5nQf8LC8Lf9BT/wAl5f8A4mj/AIWF4W/6Cn/kvL/8TXP0Uf2XH+YPr1by+5/5h4t8U6Nrlvpltp1550y6jFIV8p1woDDOWA7kUUUV24bDqhFxTuc1SpKpJzluFeban/yFrz/ru/8A6Ea9JrzbU/8AkLXn/Xd//QjWOO+FHLX2R3+mf8gmz/64J/6CKtVV0z/kE2f/AFwT/wBBFWq7IfCjZbBRRRVDCiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKqyf8ha3/AOuEv/oUdWqqyf8AIWt/+uEv/oUdTLb7hMtUUUVQwoq5p2g6hf6ZaXn9o20f2iFJdn2Rjt3KDjPmc9as/wDCLah/0Fbb/wAAm/8AjlUoTauo/l/mdkcBiZK6h+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAcp+zqfy/l/mP+zsV/J+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAco9nU/l/L/MP7OxX8n4r/ADMqitX/AIRbUP8AoK23/gE3/wAco/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf8AgE3/AMco9nU/l/L/ADD+zsV/J+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAco9nU/l/L/MP7OxX8n4r/ADMqitX/AIRbUP8AoK23/gE3/wAco/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf8AgE3/AMco9nU/l/L/ADD+zsV/J+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAco9nU/l/L/MP7OxX8n4r/ADMqitX/AIRbUP8AoK23/gE3/wAco/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf8AgE3/AMco9nU/l/L/ADD+zsV/J+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAco9nU/l/L/MP7OxX8n4r/ADMqitX/AIRbUP8AoK23/gE3/wAco/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf+ATf/HKPZ1P5fy/zD+zsV/J+K/zMqitX/hFtQ/6Ctt/4BN/8co/4RbUP+grbf8AgE3/AMco9nU/l/L/ADD+zsV/J+K/zMqitX/hFtQ/6Ctt/wCATf8Axyj/AIRbUP8AoK23/gE3/wAco9nU/l/L/MP7OxX8n4r/ADMqitX/AIRbUP8AoK23/gE3/wAco/4RbUP+grbf+AT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/+QJP/iaxaKPb1u6+5/5h/a2I7R+5/wCZtf8ACfeGf+gn/wCQJP8A4mj/AIT7wz/0E/8AyBJ/8TWLRR7et3X3P/MP7WxHaP3P/M2v+E+8M/8AQT/8gSf/ABNH/CfeGf8AoJ/+QJP/AImsWij29buvuf8AmH9rYjtH7n/mbX/CfeGf+gn/AOQJP/iaP+E+8M/9BP8A8gSf/E1i0Ue3rd19z/zD+1sR2j9z/wAza/4T7wz/ANBP/wAgSf8AxNH/AAn3hn/oJ/8AkCT/AOJrFoo9vW7r7n/mH9rYjtH7n/mbX/CfeGf+gn/5Ak/+Jo/4T7wz/wBBP/yBJ/8AE1i0Ue3rd19z/wAw/tbEdo/c/wDM2v8AhPvDP/QT/wDIEn/xNH/CfeGf+gn/AOQJP/iaxaKPb1u6+5/5h/a2I7R+5/5m1/wn3hn/AKCf/kCT/wCJo/4T7wz/ANBP/wAgSf8AxNYtFHt63dfc/wDMP7WxHaP3P/M2v+E+8M/9BP8A8gSf/E0f8J94Z/6Cf/kCT/4msWij29buvuf+Yf2tiO0fuf8AmbX/AAn3hn/oJ/8AkCT/AOJo/wCE+8M/9BP/AMgSf/E1i0Ue3rd19z/zD+1sR2j9z/zNr/hPvDP/AEE//IEn/wATR/wn3hn/AKCf/kCT/wCJrFoo9vW7r7n/AJh/a2I7R+5/5m1/wn3hn/oJ/wDkCT/4mj/hPvDP/QT/APIEn/xNYtFHt63dfc/8w/tbEdo/c/8AM2v+E+8M/wDQT/8AIEn/AMTR/wAJ94Z/6Cf/AJAk/wDiaxaKPb1u6+5/5h/a2I7R+5/5m1/wn3hn/oJ/+QJP/iaP+E+8M/8AQT/8gSf/ABNYtFHt63dfc/8AMP7WxHaP3P8AzNr/AIT7wz/0E/8AyBJ/8TR/wn3hn/oJ/wDkCT/4msWij29buvuf+Yf2tiO0fuf+Ztf8J94Z/wCgn/5Ak/8AiaP+E+8M/wDQT/8AIEn/AMTWLRR7et3X3P8AzD+1sR2j9z/zNr/hPvDP/QT/APIEn/xNH/CfeGf+gn/5Ak/+JrFoo9vW7r7n/mH9rYjtH7n/AJm1/wAJ94Z/6Cf/AJAk/wDiaP8AhPvDP/QT/wDIEn/xNYtFHt63dfc/8w/tbEdo/c/8za/4T7wz/wBBP/yBJ/8AE0f8J94Z/wCgn/5Ak/8AiaxaKPb1u6+5/wCYf2tiO0fuf+Ztf8J94Z/6Cf8A5Ak/+Jo/4T7wz/0E/wDyBJ/8TWLRR7et3X3P/MP7WxHaP3P/ADNr/hPvDP8A0E//ACBJ/wDE0f8ACfeGf+gn/wCQJP8A4msWij29buvuf+Yf2tiO0fuf+Ztf8J94Z/6Cf/kCT/4mj/hPvDP/AEE//IEn/wATWLRR7et3X3P/ADD+1sR2j9z/AMza/wCE+8M/9BP/AMgSf/E0f8J94Z/6Cf8A5Ak/+JrFoo9vW7r7n/mH9rYjtH7n/mbX/CfeGf8AoJ/+QJP/AImj/hPvDP8A0E//ACBJ/wDE1i0Ue3rd19z/AMw/tbEdo/c/8za/4T7wz/0E/wDyBJ/8TR/wn3hn/oJ/+QJP/iaxaKPb1u6+5/5h/a2I7R+5/wCZtf8ACfeGf+gn/wCQJP8A4mj/AIT7wz/0E/8AyBJ/8TWLRR7et3X3P/MP7WxHaP3P/M2v+E+8M/8AQT/8gSf/ABNH/CfeGf8AoJ/+QJP/AImsWij29buvuf8AmH9rYjtH7n/mbX/CfeGf+gn/AOQJP/iaP+E+8M/9BP8A8gSf/E1i0Ue3rd19z/zD+1sR2j9z/wAza/4T7wz/ANBP/wAgSf8AxNH/AAn3hn/oJ/8AkCT/AOJrFoo9vW7r7n/mH9rYjtH7n/mbX/CfeGf+gn/5Ak/+Jo/4T7wz/wBBP/yBJ/8AE1i0Ue3rd19z/wAw/tbEdo/c/wDM2v8AhPvDP/QT/wDIEn/xNH/CfeGf+gn/AOQJP/iaxaKPb1u6+5/5h/a2I7R+5/5m1/wn3hn/AKCf/kCT/wCJo/4T7wz/ANBP/wAgSf8AxNYtFHt63dfc/wDMP7WxHaP3P/M2v+E+8M/9BP8A8gSf/E0f8J94Z/6Cf/kCT/4msWij29buvuf+Yf2tiO0fuf8AmbX/AAn3hn/oJ/8AkCT/AOJo/wCE+8M/9BP/AMgSf/E1i0Ue3rd19z/zD+1sR2j9z/zNr/hPvDP/AEE//IEn/wATR/wn3hn/AKCf/kCT/wCJrFoo9vW7r7n/AJh/a2I7R+5/5m1/wn3hn/oJ/wDkCT/4mj/hPvDP/QT/APIEn/xNYtFHt63dfc/8w/tbEdo/c/8AM2v+E+8M/wDQT/8AIEn/AMTR/wAJ94Z/6Cf/AJAk/wDiaxaKPb1u6+5/5h/a2I7R+5/5m1/wn3hn/oJ/+QJP/iaP+E+8M/8AQT/8gSf/ABNYtFHt63dfc/8AMP7WxHaP3P8AzIvFXifR9ag0y20+886VdQikK+U64UBhnJA7kVLRRWfvOTlLdnDWrTrTdSe/kFeban/yFrz/AK7v/wChGvSa821P/kLXn/Xd/wD0I1xY74UcdfZHf6Z/yCbP/rgn/oIq1VXTP+QTZ/8AXBP/AEEVarsh8KNlsFFFFUMKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAooooAKKKKACiiigAqrJ/yFrf8A64S/+hR1aqrJ/wAha3/64S/+hR1MtvuEy1RRRVDCir+m+HNQ1DS7S9/tO2j+0QpLs+xsdu5QcZ8znrVr/hENQ/6C1t/4BN/8dri/tCh3/A3WFrNXUfy/zMaitn/hENQ/6C1t/wCATf8Ax2j/AIRDUP8AoLW3/gE3/wAdo/tCh3/Af1Sv/L+K/wAzGorZ/wCEQ1D/AKC1t/4BN/8AHaP+EQ1D/oLW3/gE3/x2j+0KHf8AAPqlf+X8V/mY1FbP/CIah/0Frb/wCb/47R/wiGof9Ba2/wDAJv8A47R/aFDv+AfVK/8AL+K/zMaitn/hENQ/6C1t/wCATf8Ax2j/AIRDUP8AoLW3/gE3/wAdo/tCh3/APqlf+X8V/mY1FbP/AAiGof8AQWtv/AJv/jtH/CIah/0Frb/wCb/47R/aFDv+AfVK/wDL+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf8AgE3/AMdo/tCh3/APqlf+X8V/mY1FbP8AwiGof9Ba2/8AAJv/AI7R/wAIhqH/AEFrb/wCb/47R/aFDv8AgH1Sv/L+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf+ATf/HaP7Qod/wD6pX/AJfxX+ZjUVs/8IhqH/QWtv8AwCb/AOO0f8IhqH/QWtv/AACb/wCO0f2hQ7/gH1Sv/L+K/wAzGorZ/wCEQ1D/AKC1t/4BN/8AHaP+EQ1D/oLW3/gE3/x2j+0KHf8AAPqlf+X8V/mY1FbP/CIah/0Frb/wCb/47R/wiGof9Ba2/wDAJv8A47R/aFDv+AfVK/8AL+K/zMaitn/hENQ/6C1t/wCATf8Ax2j/AIRDUP8AoLW3/gE3/wAdo/tCh3/APqlf+X8V/mY1FbP/AAiGof8AQWtv/AJv/jtH/CIah/0Frb/wCb/47R/aFDv+AfVK/wDL+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf8AgE3/AMdo/tCh3/APqlf+X8V/mY1FbP8AwiGof9Ba2/8AAJv/AI7R/wAIhqH/AEFrb/wCb/47R/aFDv8AgH1Sv/L+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf+ATf/HaP7Qod/wD6pX/AJfxX+ZjUVs/8IhqH/QWtv8AwCb/AOO0f8IhqH/QWtv/AACb/wCO0f2hQ7/gH1Sv/L+K/wAzGorZ/wCEQ1D/AKC1t/4BN/8AHaP+EQ1D/oLW3/gE3/x2j+0KHf8AAPqlf+X8V/mY1FbP/CIah/0Frb/wCb/47R/wiGof9Ba2/wDAJv8A47R/aFDv+AfVK/8AL+K/zMaitn/hENQ/6C1t/wCATf8Ax2j/AIRDUP8AoLW3/gE3/wAdo/tCh3/APqlf+X8V/mY1FbP/AAiGof8AQWtv/AJv/jtH/CIah/0Frb/wCb/47R/aFDv+AfVK/wDL+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf8AgE3/AMdo/tCh3/APqlf+X8V/mY1FbP8AwiGof9Ba2/8AAJv/AI7R/wAIhqH/AEFrb/wCb/47R/aFDv8AgH1Sv/L+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf+ATf/HaP7Qod/wD6pX/AJfxX+ZjUVs/8IhqH/QWtv8AwCb/AOO0f8IhqH/QWtv/AACb/wCO0f2hQ7/gH1Sv/L+K/wAzGorZ/wCEQ1D/AKC1t/4BN/8AHaP+EQ1D/oLW3/gE3/x2j+0KHf8AAPqlf+X8V/mY1FbP/CIah/0Frb/wCb/47R/wiGof9Ba2/wDAJv8A47R/aFDv+AfVK/8AL+K/zMaitn/hENQ/6C1t/wCATf8Ax2j/AIRDUP8AoLW3/gE3/wAdo/tCh3/APqlf+X8V/mY1FbP/AAiGof8AQWtv/AJv/jtH/CIah/0Frb/wCb/47R/aFDv+AfVK/wDL+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf8AgE3/AMdo/tCh3/APqlf+X8V/mY1FbP8AwiGof9Ba2/8AAJv/AI7R/wAIhqH/AEFrb/wCb/47R/aFDv8AgH1Sv/L+K/zMaitn/hENQ/6C1t/4BN/8do/4RDUP+gtbf+ATf/HaP7Qod/wD6pX/AJfxX+ZjUVs/8IhqH/QWtv8AwCb/AOO0f8IhqH/QWtv/AACb/wCO0f2hQ7/gH1Sv/L+K/wAzGorZ/wCEQ1D/AKC1t/4BN/8AHaP+EQ1D/oLW3/gE3/x2j+0KHf8AAPqlf+X8V/mY1FbP/CIah/0Frb/wCb/47R/wiGof9Ba2/wDAJv8A47R/aFDv+AfVK/8AL+K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",
      "text/plain": [
       "<PIL.Image.Image image mode=RGB size=2570x800>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "new_image"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
